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07/31/2023
SelfSeg: A Self-supervised Sub-word Segmentation Method for Neural Machine Translation
Sub-word segmentation is an essential pre-processing step for Neural Mac...
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05/26/2023
MultiTool-CoT: GPT-3 Can Use Multiple External Tools with Chain of Thought Prompting
Large language models (LLMs) have achieved impressive performance on var...
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05/17/2023
Variable-length Neural Interlingua Representations for Zero-shot Neural Machine Translation
The language-independency of encoded representations within multilingual...
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05/16/2023
Exploring the Impact of Layer Normalization for Zero-shot Neural Machine Translation
This paper studies the impact of layer normalization (LayerNorm) on zero...
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05/16/2023
Towards Speech Dialogue Translation Mediating Speakers of Different Languages
We present a new task, speech dialogue translation mediating speakers of...
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05/15/2023
SuperDialseg: A Large-scale Dataset for Supervised Dialogue Segmentation
Dialogue segmentation is a crucial task for dialogue systems allowing a ...
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05/12/2023
Comprehensive Solution Program Centric Pretraining for Table-and-Text Hybrid Numerical Reasoning
Numerical reasoning over table-and-text hybrid passages, such as financi...
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05/03/2023
GPT-RE: In-context Learning for Relation Extraction using Large Language Models
In spite of the potential for ground-breaking achievements offered by la...
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11/29/2022
Textual Enhanced Contrastive Learning for Solving Math Word Problems
Solving math word problems is the task that analyses the relation of qua...
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10/21/2022
Rescue Implicit and Long-tail Cases: Nearest Neighbor Relation Extraction
Relation extraction (RE) has achieved remarkable progress with the help ...
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10/13/2022
ComSearch: Equation Searching with Combinatorial Strategy for Solving Math Word Problems with Weak Supervision
Previous studies have introduced a weakly-supervised paradigm for solvin...
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09/21/2022
Seeking Diverse Reasoning Logic: Controlled Equation Expression Generation for Solving Math Word Problems
To solve Math Word Problems, human students leverage diverse reasoning l...
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05/31/2022
EMS: Efficient and Effective Massively Multilingual Sentence Representation Learning
Massively multilingual sentence representation models, e.g., LASER, SBER...
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05/18/2022
Relation Extraction with Weighted Contrastive Pre-training on Distant Supervision
Contrastive pre-training on distant supervision has shown remarkable eff...
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04/26/2022
When do Contrastive Word Alignments Improve Many-to-many Neural Machine Translation?
Word alignment has proven to benefit many-to-many neural machine transla...
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04/08/2022
Hierarchical Softmax for End-to-End Low-resource Multilingual Speech Recognition
Low resource speech recognition has been long-suffering from insufficien...
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01/20/2022
Linguistically-driven Multi-task Pre-training for Low-resource Neural Machine Translation
In the present study, we propose novel sequence-to-sequence pre-training...
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01/20/2022
VISA: An Ambiguous Subtitles Dataset for Visual Scene-Aware Machine Translation
Existing multimodal machine translation (MMT) datasets consist of images...
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11/10/2021
Cross-lingual Adaption Model-Agnostic Meta-Learning for Natural Language Understanding
Meta learning with auxiliary languages has demonstrated promising improv...
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11/08/2021
JaMIE: A Pipeline Japanese Medical Information Extraction System
We present an open-access natural language processing toolkit for Japane...
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05/28/2021
Lightweight Cross-Lingual Sentence Representation Learning
Large-scale models for learning fixed-dimensional cross-lingual sentence...
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04/20/2021
Frustratingly Easy Edit-based Linguistic Steganography with a Masked Language Model
With advances in neural language models, the focus of linguistic stegano...
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12/05/2020
Modeling and Utilizing User's Internal State in Movie Recommendation Dialogue
Intelligent dialogue systems are expected as a new interface between hum...
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10/04/2020
Reverse Operation based Data Augmentation for Solving Math Word Problems
Automatically solving math word problems is a critical task in the field...
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09/16/2020
Minimize Exposure Bias of Seq2Seq Models in Joint Entity and Relation Extraction
Joint entity and relation extraction aims to extract relation triplets f...
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07/28/2020
A System for Worldwide COVID-19 Information Aggregation
The global pandemic of COVID-19 has made the public pay close attention ...
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05/07/2020
JASS: Japanese-specific Sequence to Sequence Pre-training for Neural Machine Translation
Neural machine translation (NMT) needs large parallel corpora for state-...
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01/23/2020
Pre-training via Leveraging Assisting Languages and Data Selection for Neural Machine Translation
Sequence-to-sequence (S2S) pre-training using large monolingual data is ...
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12/26/2019
Coursera Corpus Mining and Multistage Fine-Tuning for Improving Lectures Translation
Lectures translation is a case of spoken language translation and there ...
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11/28/2019
Emotion helps Sentiment: A Multi-task Model for Sentiment and Emotion Analysis
In this paper, we propose a two-layered multi-task attention based neura...
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11/21/2019
Automatically Neutralizing Subjective Bias in Text
Texts like news, encyclopedias, and some social media strive for objecti...
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09/02/2019
Minimally Supervised Learning of Affective Events Using Discourse Relations
Recognizing affective events that trigger positive or negative sentiment...
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05/08/2019
FAQ Retrieval using Query-Question Similarity and BERT-Based Query-Answer Relevance
Frequently Asked Question (FAQ) retrieval is an important task where the...
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05/20/2018
Knowledge-enriched Two-layered Attention Network for Sentiment Analysis
We propose a novel two-layered attention network based on Bidirectional ...
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10/03/2017
MMCR4NLP: Multilingual Multiway Corpora Repository for Natural Language Processing
Multilinguality is gradually becoming ubiquitous in the sense that more ...
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02/20/2017
Enabling Multi-Source Neural Machine Translation By Concatenating Source Sentences In Multiple Languages
In this paper, we propose a novel and elegant solution to "Multi-Source ...
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01/12/2017
An Empirical Comparison of Simple Domain Adaptation Methods for Neural Machine Translation
In this paper, we propose a novel domain adaptation method named "mixed ...
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12/12/2016
Reading Comprehension using Entity-based Memory Network
This paper introduces a novel neural network model for question answerin...
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06/07/2016
